基于分布式投影算子的未知输入观测器用于直流微电网攻击估计与缓解

A Distributed Projection Operator-Based Unknown Input Observer for Attack Estimation and Mitigation on DC Microgrids

IEEE Transactions on Cybernetics · 2025
被引 4
ABS 3

中文导读

提出一种基于投影算子的未知输入观测器,用于检测和缓解直流微电网中传输信号上的虚假数据注入攻击,无需安全信道或额外信息传输。

Abstract

Cyberattacks on transmitted signals are the most critical threats to modern microgrid (MG) systems and should be accurately addressed to ensure safe and reliable operation. This article investigates the cybersecurity of dc MGs against false data injection attacks and develops a novel model-based observer system. The proposed projection operator (PO)-based unknown input observer is uniquely designed to detect attacks on the transmitted data from other distributed generation units. For this purpose, a bank of PO observers is developed in each distributed generation unit to estimate all neighbor units' dynamic states. Cyberattack reconstruction compares the remotely observed state values with the measured ones. Afterwards, the detected attack signal values are utilized to restore the integrity of the compromised signals, effectively mitigating the harmful effects of cyberattacks. The most important feature of this scheme, which distinguishes it from similar methods, is that there is no need for a secure channel or additional information transfer in this method. Extensive real-time numerical simulations are performed to assess the practicality and efficiency of the proposed approach when subjected to various attack scenarios, demonstrating its advantages over other methods.

直流微电网网络攻击观测器设计虚假数据注入攻击网络安全